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Yolo-X

Object Detection
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v0.56.0

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See https://github.com/qualcomm/ai-hub-models/releases/v0.56.0 for changelog.

Files changed (2) hide show
  1. README.md +111 -130
  2. release_assets.json +26 -32
README.md CHANGED
@@ -28,14 +28,13 @@ Below are pre-exported model assets ready for deployment.
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  | Runtime | Precision | Chipset | SDK Versions | Download |
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  |---|---|---|---|---|
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- | ONNX | float | Universal | QAIRT 2.42, ONNX Runtime 1.25.0 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/yolox/releases/v0.55.0/yolox-onnx-float.zip)
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- | ONNX | w8a16 | Universal | QAIRT 2.42, ONNX Runtime 1.25.0 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/yolox/releases/v0.55.0/yolox-onnx-w8a16.zip)
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- | ONNX | w8a8 | Universal | QAIRT 2.42, ONNX Runtime 1.25.0 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/yolox/releases/v0.55.0/yolox-onnx-w8a8.zip)
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- | ONNX | w8a8_mixed_int16 | Universal | QAIRT 2.42, ONNX Runtime 1.25.0 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/yolox/releases/v0.55.0/yolox-onnx-w8a8_mixed_int16.zip)
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- | QNN_DLC | w8a16 | Universal | QAIRT 2.45 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/yolox/releases/v0.55.0/yolox-qnn_dlc-w8a16.zip)
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- | QNN_DLC | w8a8 | Universal | QAIRT 2.45 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/yolox/releases/v0.55.0/yolox-qnn_dlc-w8a8.zip)
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- | QNN_DLC | w8a8_mixed_int16 | Universal | QAIRT 2.45 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/yolox/releases/v0.55.0/yolox-qnn_dlc-w8a8_mixed_int16.zip)
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- | TFLITE | w8a8 | Universal | QAIRT 2.45 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/yolox/releases/v0.55.0/yolox-tflite-w8a8.zip)
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  For more device-specific assets and performance metrics, visit **[Yolo-X on Qualcomm® AI Hub](https://aihub.qualcomm.com/models/yolox)**.
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@@ -66,128 +65,110 @@ See our repository for [Yolo-X on GitHub](https://github.com/qualcomm/ai-hub-mod
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  ## Performance Summary
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  | Model | Runtime | Precision | Chipset | Inference Time (ms) | Peak Memory Range (MB) | Primary Compute Unit
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  |---|---|---|---|---|---|---
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- | Yolo-X | ONNX | float | Snapdragon® 8 Elite Gen 5 Mobile | 6.146 ms | 5 - 166 MB | NPU
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- | Yolo-X | ONNX | float | Snapdragon® X2 Elite | 7.498 ms | 207 - 207 MB | NPU
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- | Yolo-X | ONNX | float | Snapdragon® X Elite | 13.403 ms | 176 - 176 MB | NPU
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- | Yolo-X | ONNX | float | Snapdragon® 8 Gen 3 Mobile | 9.022 ms | 5 - 193 MB | NPU
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- | Yolo-X | ONNX | float | Qualcomm® QCS8550 (Proxy) | 13.648 ms | 0 - 41 MB | NPU
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- | Yolo-X | ONNX | float | Qualcomm® QCS9075 | 16.944 ms | 5 - 50 MB | NPU
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- | Yolo-X | ONNX | float | Snapdragon® 8 Elite For Galaxy Mobile | 7.68 ms | 3 - 163 MB | NPU
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- | Yolo-X | ONNX | float | Qualcomm® QCS8750 | 7.68 ms | 3 - 163 MB | NPU
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- | Yolo-X | ONNX | float | Qualcomm® QCS7181 | 13.403 ms | 176 - 176 MB | NPU
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- | Yolo-X | ONNX | w8a16 | Snapdragon® 8 Elite Gen 5 Mobile | 11.039 ms | 3 - 209 MB | NPU
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- | Yolo-X | ONNX | w8a16 | Snapdragon® X2 Elite | 11.431 ms | 210 - 210 MB | NPU
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- | Yolo-X | ONNX | w8a16 | Snapdragon® X Elite | 14.758 ms | 178 - 178 MB | NPU
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- | Yolo-X | ONNX | w8a16 | Snapdragon® 8 Gen 3 Mobile | 9.937 ms | 3 - 245 MB | NPU
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- | Yolo-X | ONNX | w8a16 | Qualcomm® QCS6490 | 793.127 ms | 118 - 120 MB | CPU
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- | Yolo-X | ONNX | w8a16 | Qualcomm® QCS8550 (Proxy) | 13.968 ms | 0 - 202 MB | NPU
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- | Yolo-X | ONNX | w8a16 | Snapdragon® 7 Gen 4 Mobile | 395.147 ms | 110 - 121 MB | CPU
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- | Yolo-X | ONNX | w8a16 | Snapdragon® 8 Elite For Galaxy Mobile | 8.855 ms | 0 - 205 MB | NPU
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- | Yolo-X | ONNX | w8a16 | Qualcomm® QCM6690 | 422.712 ms | 103 - 112 MB | CPU
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- | Yolo-X | ONNX | w8a16 | Qualcomm® QCS9075 | 14.525 ms | 2 - 47 MB | NPU
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- | Yolo-X | ONNX | w8a16 | Qualcomm�� QCS7790 | 395.147 ms | 110 - 121 MB | CPU
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- | Yolo-X | ONNX | w8a16 | Qualcomm® QCS8750 | 8.855 ms | 0 - 205 MB | NPU
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- | Yolo-X | ONNX | w8a16 | Qualcomm® QCS7181 | 14.758 ms | 178 - 178 MB | NPU
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- | Yolo-X | ONNX | w8a8 | Snapdragon® 8 Elite Gen 5 Mobile | 8.108 ms | 1 - 63 MB | NPU
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- | Yolo-X | ONNX | w8a8 | Snapdragon® X2 Elite | 8.224 ms | 211 - 211 MB | NPU
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- | Yolo-X | ONNX | w8a8 | Snapdragon® X Elite | 9.056 ms | 148 - 148 MB | NPU
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- | Yolo-X | ONNX | w8a8 | Snapdragon® 8 Gen 3 Mobile | 6.214 ms | 0 - 94 MB | NPU
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- | Yolo-X | ONNX | w8a8 | Qualcomm® QCS6490 | 112.231 ms | 48 - 58 MB | CPU
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- | Yolo-X | ONNX | w8a8 | Qualcomm® QCS8550 (Proxy) | 8.43 ms | 0 - 82 MB | NPU
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- | Yolo-X | ONNX | w8a8 | Qualcomm® QCS9075 | 9.31 ms | 1 - 46 MB | NPU
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- | Yolo-X | ONNX | w8a8 | Snapdragon® 7 Gen 4 Mobile | 93.03 ms | 50 - 61 MB | CPU
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- | Yolo-X | ONNX | w8a8 | Snapdragon® 8 Elite For Galaxy Mobile | 5.802 ms | 1 - 59 MB | NPU
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- | Yolo-X | ONNX | w8a8 | Qualcomm® QCM6690 | 98.506 ms | 39 - 50 MB | CPU
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- | Yolo-X | ONNX | w8a8 | Qualcomm® QCS7790 | 93.03 ms | 50 - 61 MB | CPU
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- | Yolo-X | ONNX | w8a8 | Qualcomm® QCS8750 | 5.802 ms | 1 - 59 MB | NPU
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- | Yolo-X | ONNX | w8a8 | Qualcomm® QCS7181 | 9.056 ms | 148 - 148 MB | NPU
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- | Yolo-X | ONNX | w8a8_mixed_int16 | Snapdragon® 8 Elite Gen 5 Mobile | 27.338 ms | 11 - 743 MB | NPU
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- | Yolo-X | ONNX | w8a8_mixed_int16 | Snapdragon® X2 Elite | 28.259 ms | 213 - 213 MB | NPU
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- | Yolo-X | ONNX | w8a8_mixed_int16 | Snapdragon® X Elite | 37.317 ms | 182 - 182 MB | NPU
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- | Yolo-X | ONNX | w8a8_mixed_int16 | Snapdragon® 8 Gen 3 Mobile | 28.052 ms | 11 - 839 MB | NPU
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- | Yolo-X | ONNX | w8a8_mixed_int16 | Qualcomm® QCS6490 | 318.69 ms | 104 - 113 MB | CPU
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- | Yolo-X | ONNX | w8a8_mixed_int16 | Qualcomm® QCS8550 (Proxy) | 39.568 ms | 9 - 14 MB | NPU
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- | Yolo-X | ONNX | w8a8_mixed_int16 | Snapdragon® 8 Elite For Galaxy Mobile | 25.034 ms | 10 - 728 MB | NPU
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- | Yolo-X | ONNX | w8a8_mixed_int16 | Qualcomm® QCS9075 | 40.115 ms | 10 - 53 MB | NPU
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- | Yolo-X | ONNX | w8a8_mixed_int16 | Snapdragon® 7 Gen 4 Mobile | 195.047 ms | 111 - 122 MB | CPU
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- | Yolo-X | ONNX | w8a8_mixed_int16 | Qualcomm® QCM6690 | 207.69 ms | 96 - 107 MB | CPU
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- | Yolo-X | ONNX | w8a8_mixed_int16 | Qualcomm® QCS7790 | 195.047 ms | 111 - 122 MB | CPU
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- | Yolo-X | ONNX | w8a8_mixed_int16 | Qualcomm® QCS8750 | 25.034 ms | 10 - 728 MB | NPU
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- | Yolo-X | ONNX | w8a8_mixed_int16 | Qualcomm® QCS7181 | 37.317 ms | 182 - 182 MB | NPU
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- | Yolo-X | QNN_DLC | w8a16 | Snapdragon® 8 Elite Gen 5 Mobile | 1.93 ms | 1 - 83 MB | NPU
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- | Yolo-X | QNN_DLC | w8a16 | Snapdragon® X2 Elite | 2.612 ms | 2 - 2 MB | NPU
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- | Yolo-X | QNN_DLC | w8a16 | Snapdragon® X Elite | 6.102 ms | 2 - 2 MB | NPU
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- | Yolo-X | QNN_DLC | w8a16 | Snapdragon® 8 Gen 3 Mobile | 3.627 ms | 2 - 105 MB | NPU
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- | Yolo-X | QNN_DLC | w8a16 | Qualcomm® QCS6490 | 17.17 ms | 2 - 6 MB | NPU
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- | Yolo-X | QNN_DLC | w8a16 | Qualcomm® QCS8275 | 11.683 ms | 2 - 72 MB | NPU
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- | Yolo-X | QNN_DLC | w8a16 | Qualcomm® QCS8550 (Proxy) | 5.523 ms | 2 - 4 MB | NPU
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- | Yolo-X | QNN_DLC | w8a16 | Qualcomm® SA8775P | 6.148 ms | 0 - 75 MB | NPU
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- | Yolo-X | QNN_DLC | w8a16 | Qualcomm® SA8650P | 6.148 ms | 0 - 75 MB | NPU
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- | Yolo-X | QNN_DLC | w8a16 | Qualcomm® SA8255P | 6.148 ms | 0 - 75 MB | NPU
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- | Yolo-X | QNN_DLC | w8a16 | Snapdragon® 7 Gen 4 Mobile | 6.989 ms | 2 - 190 MB | NPU
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- | Yolo-X | QNN_DLC | w8a16 | Snapdragon® 8 Elite For Galaxy Mobile | 2.6 ms | 2 - 82 MB | NPU
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- | Yolo-X | QNN_DLC | w8a16 | Qualcomm® QCM6690 | 49.462 ms | 3 - 196 MB | NPU
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- | Yolo-X | QNN_DLC | w8a16 | Qualcomm® SA7255P | 11.683 ms | 2 - 72 MB | NPU
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- | Yolo-X | QNN_DLC | w8a16 | Qualcomm® SA8295P | 7.598 ms | 0 - 69 MB | NPU
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- | Yolo-X | QNN_DLC | w8a16 | Qualcomm® QCS9075 | 6.003 ms | 4 - 8 MB | NPU
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- | Yolo-X | QNN_DLC | w8a16 | Qualcomm® QCS8450 (Proxy) | 6.939 ms | 2 - 108 MB | NPU
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- | Yolo-X | QNN_DLC | w8a16 | Qualcomm® QCS7790 | 6.989 ms | 2 - 190 MB | NPU
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- | Yolo-X | QNN_DLC | w8a16 | Qualcomm® QCS8750 | 2.6 ms | 2 - 82 MB | NPU
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- | Yolo-X | QNN_DLC | w8a16 | Qualcomm® QCS7181 | 6.102 ms | 2 - 2 MB | NPU
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- | Yolo-X | QNN_DLC | w8a8 | Snapdragon® 8 Elite Gen 5 Mobile | 0.906 ms | 1 - 52 MB | NPU
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- | Yolo-X | QNN_DLC | w8a8 | Snapdragon® X2 Elite | 1.202 ms | 1 - 1 MB | NPU
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- | Yolo-X | QNN_DLC | w8a8 | Snapdragon® X Elite | 2.743 ms | 1 - 1 MB | NPU
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- | Yolo-X | QNN_DLC | w8a8 | Snapdragon® 8 Gen 3 Mobile | 1.644 ms | 1 - 75 MB | NPU
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- | Yolo-X | QNN_DLC | w8a8 | Qualcomm® QCS6490 | 7.616 ms | 0 - 3 MB | NPU
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- | Yolo-X | QNN_DLC | w8a8 | Qualcomm® QCS8275 | 5.842 ms | 1 - 50 MB | NPU
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- | Yolo-X | QNN_DLC | w8a8 | Qualcomm® QCS8550 (Proxy) | 2.466 ms | 1 - 82 MB | NPU
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- | Yolo-X | QNN_DLC | w8a8 | Qualcomm® SA8775P | 2.833 ms | 1 - 52 MB | NPU
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- | Yolo-X | QNN_DLC | w8a8 | Qualcomm® SA8650P | 2.833 ms | 1 - 52 MB | NPU
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- | Yolo-X | QNN_DLC | w8a8 | Qualcomm® SA8255P | 2.833 ms | 1 - 52 MB | NPU
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- | Yolo-X | QNN_DLC | w8a8 | Qualcomm® QCS9075 | 3.299 ms | 1 - 4 MB | NPU
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- | Yolo-X | QNN_DLC | w8a8 | Qualcomm® QCS8450 (Proxy) | 2.997 ms | 1 - 77 MB | NPU
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- | Yolo-X | QNN_DLC | w8a8 | Snapdragon® 7 Gen 4 Mobile | 2.791 ms | 1 - 49 MB | NPU
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- | Yolo-X | QNN_DLC | w8a8 | Snapdragon® 8 Elite For Galaxy Mobile | 1.176 ms | 1 - 48 MB | NPU
151
- | Yolo-X | QNN_DLC | w8a8 | Qualcomm® QCM6690 | 24.176 ms | 1 - 167 MB | NPU
152
- | Yolo-X | QNN_DLC | w8a8 | Qualcomm® SA8295P | 3.79 ms | 1 - 48 MB | NPU
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- | Yolo-X | QNN_DLC | w8a8 | Qualcomm® SA7255P | 5.842 ms | 1 - 50 MB | NPU
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- | Yolo-X | QNN_DLC | w8a8 | Qualcomm® QCS7790 | 2.791 ms | 1 - 49 MB | NPU
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- | Yolo-X | QNN_DLC | w8a8 | Qualcomm® QCS8750 | 1.176 ms | 1 - 48 MB | NPU
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- | Yolo-X | QNN_DLC | w8a8 | Qualcomm® QCS7181 | 2.743 ms | 1 - 1 MB | NPU
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- | Yolo-X | QNN_DLC | w8a8_mixed_int16 | Snapdragon® 8 Elite Gen 5 Mobile | 1.375 ms | 1 - 70 MB | NPU
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- | Yolo-X | QNN_DLC | w8a8_mixed_int16 | Snapdragon® X2 Elite | 1.798 ms | 1 - 1 MB | NPU
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- | Yolo-X | QNN_DLC | w8a8_mixed_int16 | Snapdragon® X Elite | 4.066 ms | 1 - 1 MB | NPU
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- | Yolo-X | QNN_DLC | w8a8_mixed_int16 | Snapdragon® 8 Gen 3 Mobile | 2.425 ms | 0 - 93 MB | NPU
161
- | Yolo-X | QNN_DLC | w8a8_mixed_int16 | Qualcomm® QCS8275 | 8.144 ms | 1 - 60 MB | NPU
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- | Yolo-X | QNN_DLC | w8a8_mixed_int16 | Qualcomm® QCS8550 (Proxy) | 3.738 ms | 0 - 8 MB | NPU
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- | Yolo-X | QNN_DLC | w8a8_mixed_int16 | Qualcomm® SA8775P | 4.132 ms | 1 - 63 MB | NPU
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- | Yolo-X | QNN_DLC | w8a8_mixed_int16 | Qualcomm® SA8650P | 4.132 ms | 1 - 63 MB | NPU
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- | Yolo-X | QNN_DLC | w8a8_mixed_int16 | Qualcomm® SA8255P | 4.132 ms | 1 - 63 MB | NPU
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- | Yolo-X | QNN_DLC | w8a8_mixed_int16 | Snapdragon® 8 Elite For Galaxy Mobile | 1.772 ms | 1 - 62 MB | NPU
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- | Yolo-X | QNN_DLC | w8a8_mixed_int16 | Qualcomm® QCS9075 | 4.497 ms | 0 - 3 MB | NPU
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- | Yolo-X | QNN_DLC | w8a8_mixed_int16 | Qualcomm® SA7255P | 8.144 ms | 1 - 60 MB | NPU
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- | Yolo-X | QNN_DLC | w8a8_mixed_int16 | Snapdragon® 7 Gen 4 Mobile | 4.506 ms | 1 - 180 MB | NPU
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- | Yolo-X | QNN_DLC | w8a8_mixed_int16 | Qualcomm® QCM6690 | 33.448 ms | 1 - 179 MB | NPU
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- | Yolo-X | QNN_DLC | w8a8_mixed_int16 | Qualcomm® QCS7790 | 4.506 ms | 1 - 180 MB | NPU
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- | Yolo-X | QNN_DLC | w8a8_mixed_int16 | Qualcomm® QCS8750 | 1.772 ms | 1 - 62 MB | NPU
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- | Yolo-X | QNN_DLC | w8a8_mixed_int16 | Qualcomm® QCS7181 | 4.066 ms | 1 - 1 MB | NPU
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- | Yolo-X | TFLITE | w8a8 | Snapdragon® 8 Elite Gen 5 Mobile | 0.912 ms | 0 - 51 MB | NPU
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- | Yolo-X | TFLITE | w8a8 | Snapdragon® 8 Gen 3 Mobile | 1.65 ms | 0 - 74 MB | NPU
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- | Yolo-X | TFLITE | w8a8 | Qualcomm® QCS6490 | 7.05 ms | 0 - 12 MB | NPU
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- | Yolo-X | TFLITE | w8a8 | Qualcomm® QCS8275 | 5.903 ms | 0 - 46 MB | NPU
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- | Yolo-X | TFLITE | w8a8 | Qualcomm® QCS8550 (Proxy) | 2.477 ms | 0 - 7 MB | NPU
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- | Yolo-X | TFLITE | w8a8 | Qualcomm® SA8775P | 2.901 ms | 0 - 51 MB | NPU
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- | Yolo-X | TFLITE | w8a8 | Qualcomm® SA8650P | 2.901 ms | 0 - 51 MB | NPU
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- | Yolo-X | TFLITE | w8a8 | Qualcomm® SA8255P | 2.901 ms | 0 - 51 MB | NPU
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- | Yolo-X | TFLITE | w8a8 | Qualcomm® QCS9075 | 3.35 ms | 0 - 12 MB | NPU
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- | Yolo-X | TFLITE | w8a8 | Qualcomm® QCS8450 (Proxy) | 2.949 ms | 0 - 71 MB | NPU
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- | Yolo-X | TFLITE | w8a8 | Snapdragon® 7 Gen 4 Mobile | 2.774 ms | 0 - 46 MB | NPU
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- | Yolo-X | TFLITE | w8a8 | Snapdragon® 8 Elite For Galaxy Mobile | 1.202 ms | 0 - 50 MB | NPU
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- | Yolo-X | TFLITE | w8a8 | Qualcomm® QCM6690 | 25.163 ms | 0 - 158 MB | NPU
187
- | Yolo-X | TFLITE | w8a8 | Qualcomm® SA8295P | 3.821 ms | 0 - 45 MB | NPU
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- | Yolo-X | TFLITE | w8a8 | Qualcomm® SA7255P | 5.903 ms | 0 - 46 MB | NPU
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- | Yolo-X | TFLITE | w8a8 | Qualcomm® QCS7790 | 2.774 ms | 0 - 46 MB | NPU
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- | Yolo-X | TFLITE | w8a8 | Qualcomm® QCS8750 | 1.202 ms | 0 - 50 MB | NPU
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  ## License
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  * The license for the original implementation of Yolo-X can be found
 
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  | Runtime | Precision | Chipset | SDK Versions | Download |
30
  |---|---|---|---|---|
31
+ | ONNX | float | Universal | QAIRT 2.45, ONNX Runtime 1.25.0 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/yolox/releases/v0.56.0/yolox-onnx-float.zip)
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+ | ONNX | w8a16 | Universal | QAIRT 2.45, ONNX Runtime 1.25.0 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/yolox/releases/v0.56.0/yolox-onnx-w8a16.zip)
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+ | ONNX | w8a8 | Universal | QAIRT 2.45, ONNX Runtime 1.25.0 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/yolox/releases/v0.56.0/yolox-onnx-w8a8.zip)
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+ | ONNX | w8a8_mixed_int16 | Universal | QAIRT 2.45, ONNX Runtime 1.25.0 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/yolox/releases/v0.56.0/yolox-onnx-w8a8_mixed_int16.zip)
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+ | QNN_DLC | w8a16 | Universal | QAIRT 2.45 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/yolox/releases/v0.56.0/yolox-qnn_dlc-w8a16.zip)
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+ | QNN_DLC | w8a8 | Universal | QAIRT 2.45 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/yolox/releases/v0.56.0/yolox-qnn_dlc-w8a8.zip)
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+ | TFLITE | w8a8 | Universal | QAIRT 2.45 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/yolox/releases/v0.56.0/yolox-tflite-w8a8.zip)
 
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39
  For more device-specific assets and performance metrics, visit **[Yolo-X on Qualcomm® AI Hub](https://aihub.qualcomm.com/models/yolox)**.
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65
  ## Performance Summary
66
  | Model | Runtime | Precision | Chipset | Inference Time (ms) | Peak Memory Range (MB) | Primary Compute Unit
67
  |---|---|---|---|---|---|---
68
+ | Yolo-X | ONNX | float | Snapdragon® X2 Elite | 7.654 ms | 208 - 208 MB | NPU
69
+ | Yolo-X | ONNX | float | Snapdragon® X Elite | 13.613 ms | 151 - 151 MB | NPU
70
+ | Yolo-X | ONNX | float | Snapdragon® 8 Gen 3 Mobile | 9.235 ms | 5 - 177 MB | NPU
71
+ | Yolo-X | ONNX | float | Snapdragon® 8 Gen 1 Mobile | 25.937 ms | 5 - 203 MB | NPU
72
+ | Yolo-X | ONNX | float | Qualcomm® QCS8550 (Proxy) | 14.096 ms | 0 - 21 MB | NPU
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+ | Yolo-X | ONNX | float | Qualcomm® QCS8450 | 25.937 ms | 5 - 203 MB | NPU
74
+ | Yolo-X | ONNX | float | Snapdragon® 8 Elite Mobile | 7.747 ms | 2 - 160 MB | NPU
75
+ | Yolo-X | ONNX | float | Snapdragon® 8 Elite Gen 5 Mobile | 6.209 ms | 3 - 160 MB | NPU
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+ | Yolo-X | ONNX | float | Qualcomm® QCS9075 | 16.62 ms | 5 - 50 MB | NPU
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+ | Yolo-X | ONNX | float | Qualcomm® QCS8750 | 7.747 ms | 2 - 160 MB | NPU
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+ | Yolo-X | ONNX | float | Qualcomm® QCS7181 | 13.613 ms | 151 - 151 MB | NPU
79
+ | Yolo-X | ONNX | w8a16 | Snapdragon® X2 Elite | 11.385 ms | 210 - 210 MB | NPU
80
+ | Yolo-X | ONNX | w8a16 | Snapdragon® X Elite | 14.975 ms | 179 - 179 MB | NPU
81
+ | Yolo-X | ONNX | w8a16 | Snapdragon® 8 Gen 3 Mobile | 10.073 ms | 0 - 225 MB | NPU
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+ | Yolo-X | ONNX | w8a16 | Snapdragon® 8 Gen 1 Mobile | 16.3 ms | 0 - 227 MB | NPU
83
+ | Yolo-X | ONNX | w8a16 | Qualcomm® QCS6490 | 25.919 ms | 2 - 48 MB | NPU
84
+ | Yolo-X | ONNX | w8a16 | Qualcomm® QCS8550 (Proxy) | 14.188 ms | 2 - 25 MB | NPU
85
+ | Yolo-X | ONNX | w8a16 | Qualcomm® QCS8450 | 16.3 ms | 0 - 227 MB | NPU
86
+ | Yolo-X | ONNX | w8a16 | Snapdragon® 8 Elite Gen 5 Mobile | 11.064 ms | 1 - 203 MB | NPU
87
+ | Yolo-X | ONNX | w8a16 | Snapdragon® 8 Elite Mobile | 8.86 ms | 0 - 206 MB | NPU
88
+ | Yolo-X | ONNX | w8a16 | Qualcomm® QCS9075 | 14.578 ms | 2 - 48 MB | NPU
89
+ | Yolo-X | ONNX | w8a16 | Snapdragon® 7 Gen 4 Mobile | 10.627 ms | 3 - 203 MB | NPU
90
+ | Yolo-X | ONNX | w8a16 | Qualcomm® QCM6690 | 66.309 ms | 3 - 204 MB | NPU
91
+ | Yolo-X | ONNX | w8a16 | Qualcomm® QCS7790 | 10.627 ms | 3 - 203 MB | NPU
92
+ | Yolo-X | ONNX | w8a16 | Qualcomm® QCS8750 | 8.86 ms | 0 - 206 MB | NPU
93
+ | Yolo-X | ONNX | w8a16 | Qualcomm® QCS7181 | 14.975 ms | 179 - 179 MB | NPU
94
+ | Yolo-X | ONNX | w8a8 | Snapdragon® X2 Elite | 8.185 ms | 180 - 180 MB | NPU
95
+ | Yolo-X | ONNX | w8a8 | Snapdragon® X Elite | 8.939 ms | 148 - 148 MB | NPU
96
+ | Yolo-X | ONNX | w8a8 | Snapdragon® 8 Gen 3 Mobile | 6.145 ms | 1 - 83 MB | NPU
97
+ | Yolo-X | ONNX | w8a8 | Snapdragon® 8 Gen 1 Mobile | 8.756 ms | 0 - 81 MB | NPU
98
+ | Yolo-X | ONNX | w8a8 | Qualcomm® QCS6490 | 12.271 ms | 1 - 46 MB | NPU
99
+ | Yolo-X | ONNX | w8a8 | Qualcomm® QCS8550 (Proxy) | 8.334 ms | 0 - 13 MB | NPU
100
+ | Yolo-X | ONNX | w8a8 | Qualcomm® QCS8450 | 8.756 ms | 0 - 81 MB | NPU
101
+ | Yolo-X | ONNX | w8a8 | Qualcomm® QCS9075 | 9.282 ms | 1 - 46 MB | NPU
102
+ | Yolo-X | ONNX | w8a8 | Qualcomm® QCM6690 | 30.081 ms | 1 - 173 MB | NPU
103
+ | Yolo-X | ONNX | w8a8 | Snapdragon® 7 Gen 4 Mobile | 8.895 ms | 1 - 172 MB | NPU
104
+ | Yolo-X | ONNX | w8a8 | Snapdragon® 8 Elite Gen 5 Mobile | 8.087 ms | 1 - 57 MB | NPU
105
+ | Yolo-X | ONNX | w8a8 | Snapdragon® 8 Elite Mobile | 5.778 ms | 1 - 58 MB | NPU
106
+ | Yolo-X | ONNX | w8a8 | Qualcomm® QCS7790 | 8.895 ms | 1 - 172 MB | NPU
107
+ | Yolo-X | ONNX | w8a8 | Qualcomm® QCS8750 | 5.778 ms | 1 - 58 MB | NPU
108
+ | Yolo-X | ONNX | w8a8 | Qualcomm® QCS7181 | 8.939 ms | 148 - 148 MB | NPU
109
+ | Yolo-X | ONNX | w8a8_mixed_int16 | Snapdragon® X2 Elite | 27.558 ms | 176 - 176 MB | NPU
110
+ | Yolo-X | ONNX | w8a8_mixed_int16 | Snapdragon® X Elite | 34.489 ms | 147 - 147 MB | NPU
111
+ | Yolo-X | ONNX | w8a8_mixed_int16 | Snapdragon® 8 Gen 3 Mobile | 26.032 ms | 10 - 849 MB | NPU
112
+ | Yolo-X | ONNX | w8a8_mixed_int16 | Qualcomm® QCS8550 (Proxy) | 33.735 ms | 0 - 24 MB | NPU
113
+ | Yolo-X | ONNX | w8a8_mixed_int16 | Snapdragon® 8 Elite Mobile | 22.777 ms | 12 - 803 MB | NPU
114
+ | Yolo-X | ONNX | w8a8_mixed_int16 | Snapdragon® 8 Elite Gen 5 Mobile | 25.215 ms | 10 - 801 MB | NPU
115
+ | Yolo-X | ONNX | w8a8_mixed_int16 | Qualcomm® QCS9075 | 38.897 ms | 9 - 53 MB | NPU
116
+ | Yolo-X | ONNX | w8a8_mixed_int16 | Qualcomm® QCS8750 | 22.777 ms | 12 - 803 MB | NPU
117
+ | Yolo-X | ONNX | w8a8_mixed_int16 | Qualcomm® QCS7181 | 34.489 ms | 147 - 147 MB | NPU
118
+ | Yolo-X | QNN_DLC | w8a16 | Snapdragon® X2 Elite | 2.6 ms | 2 - 2 MB | NPU
119
+ | Yolo-X | QNN_DLC | w8a16 | Snapdragon® X Elite | 6.073 ms | 2 - 2 MB | NPU
120
+ | Yolo-X | QNN_DLC | w8a16 | Snapdragon® 8 Gen 3 Mobile | 3.63 ms | 2 - 105 MB | NPU
121
+ | Yolo-X | QNN_DLC | w8a16 | Snapdragon® 8 Gen 1 Mobile | 7.01 ms | 2 - 107 MB | NPU
122
+ | Yolo-X | QNN_DLC | w8a16 | Qualcomm® QCS6490 | 17.09 ms | 2 - 5 MB | NPU
123
+ | Yolo-X | QNN_DLC | w8a16 | Qualcomm® QCS8275 | 11.688 ms | 1 - 73 MB | NPU
124
+ | Yolo-X | QNN_DLC | w8a16 | Qualcomm® QCS8550 (Proxy) | 5.526 ms | 2 - 4 MB | NPU
125
+ | Yolo-X | QNN_DLC | w8a16 | Qualcomm® QCS8450 | 7.01 ms | 2 - 107 MB | NPU
126
+ | Yolo-X | QNN_DLC | w8a16 | Snapdragon® 8 Elite Gen 5 Mobile | 1.941 ms | 2 - 83 MB | NPU
127
+ | Yolo-X | QNN_DLC | w8a16 | Snapdragon® 8 Elite Mobile | 2.6 ms | 0 - 79 MB | NPU
128
+ | Yolo-X | QNN_DLC | w8a16 | Qualcomm® QCS9075 | 6.035 ms | 1 - 5 MB | NPU
129
+ | Yolo-X | QNN_DLC | w8a16 | Snapdragon® 7 Gen 4 Mobile | 6.921 ms | 1 - 189 MB | NPU
130
+ | Yolo-X | QNN_DLC | w8a16 | Qualcomm® QCM6690 | 45.877 ms | 3 - 195 MB | NPU
131
+ | Yolo-X | QNN_DLC | w8a16 | Qualcomm® SA8295P | 7.576 ms | 0 - 69 MB | NPU
132
+ | Yolo-X | QNN_DLC | w8a16 | Qualcomm® SA7255P | 11.688 ms | 1 - 73 MB | NPU
133
+ | Yolo-X | QNN_DLC | w8a16 | Qualcomm® QCS7790 | 6.921 ms | 1 - 189 MB | NPU
134
+ | Yolo-X | QNN_DLC | w8a16 | Qualcomm® QCS8750 | 2.6 ms | 0 - 79 MB | NPU
135
+ | Yolo-X | QNN_DLC | w8a16 | Qualcomm® QCS7181 | 6.073 ms | 2 - 2 MB | NPU
136
+ | Yolo-X | QNN_DLC | w8a8 | Snapdragon® X2 Elite | 1.375 ms | 1 - 1 MB | NPU
137
+ | Yolo-X | QNN_DLC | w8a8 | Snapdragon® X Elite | 2.746 ms | 1 - 1 MB | NPU
138
+ | Yolo-X | QNN_DLC | w8a8 | Snapdragon® 8 Gen 3 Mobile | 1.651 ms | 1 - 78 MB | NPU
139
+ | Yolo-X | QNN_DLC | w8a8 | Snapdragon® 8 Gen 1 Mobile | 2.978 ms | 1 - 77 MB | NPU
140
+ | Yolo-X | QNN_DLC | w8a8 | Qualcomm® QCS6490 | 7.556 ms | 3 - 6 MB | NPU
141
+ | Yolo-X | QNN_DLC | w8a8 | Qualcomm® QCS8275 | 5.855 ms | 1 - 49 MB | NPU
142
+ | Yolo-X | QNN_DLC | w8a8 | Qualcomm® QCS8550 (Proxy) | 2.47 ms | 1 - 29 MB | NPU
143
+ | Yolo-X | QNN_DLC | w8a8 | Qualcomm® QCS8450 | 2.978 ms | 1 - 77 MB | NPU
144
+ | Yolo-X | QNN_DLC | w8a8 | Qualcomm® QCS9075 | 3.298 ms | 3 - 5 MB | NPU
145
+ | Yolo-X | QNN_DLC | w8a8 | Qualcomm® SA7255P | 5.855 ms | 1 - 49 MB | NPU
146
+ | Yolo-X | QNN_DLC | w8a8 | Qualcomm® QCM6690 | 24.802 ms | 1 - 167 MB | NPU
147
+ | Yolo-X | QNN_DLC | w8a8 | Snapdragon® 7 Gen 4 Mobile | 2.781 ms | 1 - 49 MB | NPU
148
+ | Yolo-X | QNN_DLC | w8a8 | Qualcomm® SA8295P | 3.784 ms | 1 - 48 MB | NPU
149
+ | Yolo-X | QNN_DLC | w8a8 | Snapdragon® 8 Elite Gen 5 Mobile | 0.904 ms | 1 - 54 MB | NPU
150
+ | Yolo-X | QNN_DLC | w8a8 | Snapdragon® 8 Elite Mobile | 1.171 ms | 0 - 46 MB | NPU
151
+ | Yolo-X | QNN_DLC | w8a8 | Qualcomm® QCS7790 | 2.781 ms | 1 - 49 MB | NPU
152
+ | Yolo-X | QNN_DLC | w8a8 | Qualcomm® QCS8750 | 1.171 ms | 0 - 46 MB | NPU
153
+ | Yolo-X | QNN_DLC | w8a8 | Qualcomm® QCS7181 | 2.746 ms | 1 - 1 MB | NPU
154
+ | Yolo-X | TFLITE | w8a8 | Snapdragon® 8 Gen 3 Mobile | 1.651 ms | 0 - 71 MB | NPU
155
+ | Yolo-X | TFLITE | w8a8 | Snapdragon® 8 Gen 1 Mobile | 2.94 ms | 0 - 77 MB | NPU
156
+ | Yolo-X | TFLITE | w8a8 | Qualcomm® QCS6490 | 7.024 ms | 0 - 12 MB | NPU
157
+ | Yolo-X | TFLITE | w8a8 | Qualcomm® QCS8275 | 5.872 ms | 0 - 46 MB | NPU
158
+ | Yolo-X | TFLITE | w8a8 | Qualcomm® QCS8550 (Proxy) | 2.474 ms | 0 - 23 MB | NPU
159
+ | Yolo-X | TFLITE | w8a8 | Qualcomm® SA8775P | 45.297 ms | 8 - 41 MB | GPU
160
+ | Yolo-X | TFLITE | w8a8 | Qualcomm® SA8650P | 45.297 ms | 8 - 41 MB | GPU
161
+ | Yolo-X | TFLITE | w8a8 | Qualcomm® SA8255P | 45.297 ms | 8 - 41 MB | GPU
162
+ | Yolo-X | TFLITE | w8a8 | Qualcomm® QCS8450 | 2.94 ms | 0 - 77 MB | NPU
163
+ | Yolo-X | TFLITE | w8a8 | Qualcomm® QCS9075 | 3.349 ms | 0 - 12 MB | NPU
164
+ | Yolo-X | TFLITE | w8a8 | Qualcomm® SA7255P | 5.872 ms | 0 - 46 MB | NPU
165
+ | Yolo-X | TFLITE | w8a8 | Qualcomm® QCM6690 | 22.912 ms | 0 - 158 MB | NPU
166
+ | Yolo-X | TFLITE | w8a8 | Snapdragon® 7 Gen 4 Mobile | 2.768 ms | 0 - 46 MB | NPU
167
+ | Yolo-X | TFLITE | w8a8 | Qualcomm® SA8295P | 3.793 ms | 0 - 45 MB | NPU
168
+ | Yolo-X | TFLITE | w8a8 | Snapdragon® 8 Elite Gen 5 Mobile | 0.918 ms | 0 - 49 MB | NPU
169
+ | Yolo-X | TFLITE | w8a8 | Snapdragon® 8 Elite Mobile | 1.195 ms | 0 - 45 MB | NPU
170
+ | Yolo-X | TFLITE | w8a8 | Qualcomm® QCS7790 | 2.768 ms | 0 - 46 MB | NPU
171
+ | Yolo-X | TFLITE | w8a8 | Qualcomm® QCS8750 | 1.195 ms | 0 - 45 MB | NPU
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
172
 
173
  ## License
174
  * The license for the original implementation of Yolo-X can be found
release_assets.json CHANGED
@@ -1,72 +1,66 @@
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  {
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- "version": "0.55.0",
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  "precisions": {
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- "float": {
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  "universal_assets": {
 
 
 
 
 
 
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  "onnx": {
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  "tool_versions": {
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  "onnx_runtime": "1.25.0"
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- "download_url": "https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/yolox/releases/v0.55.0/yolox-onnx-float.zip"
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  }
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  }
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  },
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- "w8a8": {
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  "universal_assets": {
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- "tflite": {
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- "tool_versions": {
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- "qairt": "2.45.0.260326154327",
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- "litert": "1.4.3"
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- },
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- "download_url": "https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/yolox/releases/v0.55.0/yolox-tflite-w8a8.zip"
23
- },
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- "qnn_dlc": {
25
- "tool_versions": {
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- "qairt": "2.45.0.260326154327"
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- },
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- "download_url": "https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/yolox/releases/v0.55.0/yolox-qnn_dlc-w8a8.zip"
29
- },
30
  "onnx": {
31
  "tool_versions": {
32
- "qairt": "2.42.0.251225135753_193295",
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  "onnx_runtime": "1.25.0"
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  },
35
- "download_url": "https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/yolox/releases/v0.55.0/yolox-onnx-w8a8.zip"
36
  }
37
  }
38
  },
39
- "w8a16": {
40
  "universal_assets": {
 
 
 
 
 
 
 
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  "qnn_dlc": {
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  "tool_versions": {
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  "qairt": "2.45.0.260326154327"
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  },
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- "download_url": "https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/yolox/releases/v0.55.0/yolox-qnn_dlc-w8a16.zip"
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  },
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  "onnx": {
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  "tool_versions": {
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- "qairt": "2.42.0.251225135753_193295",
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  "onnx_runtime": "1.25.0"
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  },
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- "download_url": "https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/yolox/releases/v0.55.0/yolox-onnx-w8a16.zip"
53
  }
54
  }
55
  },
56
  "w8a8_mixed_int16": {
57
  "universal_assets": {
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- "qnn_dlc": {
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- "tool_versions": {
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- "qairt": "2.45.0.260326154327"
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- },
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- "download_url": "https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/yolox/releases/v0.55.0/yolox-qnn_dlc-w8a8_mixed_int16.zip"
63
- },
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  "onnx": {
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  "tool_versions": {
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- "qairt": "2.42.0.251225135753_193295",
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  "onnx_runtime": "1.25.0"
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  },
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- "download_url": "https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/yolox/releases/v0.55.0/yolox-onnx-w8a8_mixed_int16.zip"
70
  }
71
  }
72
  }
 
1
  {
2
+ "version": "0.56.0",
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  "precisions": {
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+ "w8a16": {
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  "universal_assets": {
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+ "qnn_dlc": {
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+ "tool_versions": {
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+ "download_url": "https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/yolox/releases/v0.56.0/yolox-qnn_dlc-w8a16.zip"
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+ },
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  "onnx": {
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  "tool_versions": {
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+ "qairt": "2.45.0.260326154327",
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  "onnx_runtime": "1.25.0"
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  },
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+ "download_url": "https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/yolox/releases/v0.56.0/yolox-onnx-w8a16.zip"
18
  }
19
  }
20
  },
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+ "float": {
22
  "universal_assets": {
 
 
 
 
 
 
 
 
 
 
 
 
 
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  "onnx": {
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  "tool_versions": {
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+ "qairt": "2.45.0.260326154327",
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  "onnx_runtime": "1.25.0"
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  },
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+ "download_url": "https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/yolox/releases/v0.56.0/yolox-onnx-float.zip"
29
  }
30
  }
31
  },
32
+ "w8a8": {
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  "universal_assets": {
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+ "tflite": {
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+ "tool_versions": {
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+ "qairt": "2.45.0.260326154327",
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+ "litert": "1.4.4"
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+ },
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+ "download_url": "https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/yolox/releases/v0.56.0/yolox-tflite-w8a8.zip"
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+ },
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  "qnn_dlc": {
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  "tool_versions": {
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  "qairt": "2.45.0.260326154327"
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  },
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+ "download_url": "https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/yolox/releases/v0.56.0/yolox-qnn_dlc-w8a8.zip"
46
  },
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  "onnx": {
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  "tool_versions": {
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+ "qairt": "2.45.0.260326154327",
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  "onnx_runtime": "1.25.0"
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  },
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+ "download_url": "https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/yolox/releases/v0.56.0/yolox-onnx-w8a8.zip"
53
  }
54
  }
55
  },
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  "w8a8_mixed_int16": {
57
  "universal_assets": {
 
 
 
 
 
 
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  "onnx": {
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  "tool_versions": {
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+ "qairt": "2.45.0.260326154327",
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  "onnx_runtime": "1.25.0"
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  },
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+ "download_url": "https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/yolox/releases/v0.56.0/yolox-onnx-w8a8_mixed_int16.zip"
64
  }
65
  }
66
  }